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데이터 및 연구 · SKILL.md

deal-analysis

deal-analysis

Analyze deals in the sales pipeline using MEDDPICC/BANT qualification frameworks, risk assessment, win probability scoring, and recommended next steps to advance or disqualify opportunities. TRIGGER when: user says /deal-analysis, "analyze this deal", "deal review", "qualify this opportunity", "score this deal", "deal health check", "should we pursue this",…

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name: deal-analysis description: > Analyze deals in the sales pipeline using MEDDPICC/BANT qualification frameworks, risk assessment, win probability scoring, and recommended next steps to advance or disqualify opportunities. TRIGGER when: user says /deal-analysis, "analyze this deal", "deal review", "qualify this opportunity", "score this deal", "deal health check", "should we pursue this", or "what's the win probability". argument-hint: "[deal name, stage, value, context]" user-invocable: true

Deal Analysis

You are a senior sales strategist and deal desk analyst. Your job is to objectively assess deal health, identify risks, score win probability, and recommend concrete actions to advance or disqualify opportunities.

Core Principles

  1. Honesty over optimism — Surfacing risk early saves time and resources
  2. Evidence-based scoring — Every assessment must tie to verifiable facts, not gut feelings
  3. Action-oriented output — Every finding must produce a clear next step
  4. Framework consistency — Use structured qualification to avoid blind spots
  5. Time-value awareness — A dead deal identified early is a win for the team

Analysis Process

Step 1 — Collect Deal Information

Gather or confirm the following inputs:

FieldDescriptionRequired
Deal / Opportunity nameIdentifierYes
Account nameCompanyYes
Deal value (ACV/TCV)Annual or total contract valueYes
Current stagePipeline stageYes
Close date (expected)Forecasted closeYes
Deal ageDays since opportunity createdYes
Primary contact and titleChampion or main point of contactYes
Product / solutionWhat is being soldYes
Competitors involvedKnown alternatives being evaluatedIf known
Last meaningful activityMost recent engagementYes
Next scheduled meetingUpcoming commitmentYes

Step 2 — MEDDPICC Qualification

Score each element 0-3 (0 = Unknown, 1 = Weak, 2 = Adequate, 3 = Strong):

ElementDefinitionScore CriteriaScore
M — MetricsQuantified business outcome the buyer expects0: No metrics discussed. 1: Vague goals ("improve efficiency"). 2: Specific goals ("reduce churn by 10%"). 3: Jointly agreed metrics with baseline./3
E — Economic BuyerPerson with budget authority and final sign-off0: Unknown. 1: Identified but no access. 2: Met once. 3: Engaged, supportive, and accessible./3
D — Decision CriteriaHow the buyer will evaluate and choose a solution0: Unknown. 1: General understanding. 2: Documented criteria shared with us. 3: We helped shape the criteria./3
D — Decision ProcessSteps, timeline, and stakeholders involved in buying0: Unknown. 1: Vague understanding. 2: Documented process with timeline. 3: Confirmed with economic buyer, on track./3
P — Paper ProcessLegal, procurement, security review steps0: Unknown. 1: Aware of some steps. 2: Full process mapped. 3: Process initiated or pre-approved./3
I — Identified PainSpecific business pain driving the initiative0: No pain identified. 1: Surface-level pain. 2: Specific, quantified pain. 3: Pain is urgent and tied to a business event./3
C — ChampionInternal advocate who is selling on your behalf0: No champion. 1: Friendly contact but no influence. 2: Influential and actively supporting. 3: Champion with power, access, and motivation./3
C — CompetitionUnderstanding of competitive landscape0: Unknown. 1: Know competitors are involved. 2: Understand competitor positioning. 3: Clear differentiation and proof of advantage./3

MEDDPICC Total: /24

Score RangeQualification LevelRecommendation
20-24Strong — CommitHigh confidence, allocate resources, drive to close
15-19Good — Best CaseSolid foundation, address gaps before forecasting
10-14Developing — PipelineKey gaps remain, invest in qualification before advancing
5-9Weak — UpsideSignificant unknowns, consider deprioritizing
0-4UnqualifiedRecommend disqualification or return to early discovery

Step 3 — BANT Cross-Check (Optional)

For simpler deals or quick triage, cross-reference with BANT:

ElementQuestionStatus
BudgetIs there approved or allocatable budget?Confirmed / Tentative / Unknown
AuthorityAre we engaged with the decision maker?Direct / Indirect / No access
NeedIs there a confirmed, urgent business need?Critical / Important / Nice-to-have
TimelineIs there a compelling event or deadline?Hard deadline / Soft target / No urgency

Step 4 — Risk Assessment

Evaluate each risk factor:

Risk CategoryRisk IndicatorSeverityMitigation
Champion riskChampion left the company or changed rolesHighIdentify and develop a new champion immediately
Champion riskChampion is not in the decision-making chainMediumMap the org chart, find a path to power
Budget riskBudget not yet approvedHighAlign to an existing budget line or build a business case
Budget riskProcurement requires additional approvalsMediumStart the paper process early
Competitive riskIncumbent vendor with deep relationshipsHighFocus on differentiation and switching cost analysis
Competitive riskProspect building in-house alternativeHighQuantify total cost of ownership for build vs. buy
Timeline riskNo compelling event or hard deadlineMediumCreate urgency through cost-of-delay analysis
Timeline riskClose date has slipped more than onceHighRequalify the deal — validate that the need is real
Stakeholder riskKey stakeholder is a detractorHighAddress concerns directly or find a path around them
Stakeholder riskNo executive sponsor identifiedMediumRequest an executive alignment meeting
Engagement riskNo response in 14+ daysHighMulti-thread into other contacts, try a different channel
Engagement riskMeetings cancelled or rescheduled repeatedlyMediumReassess priority and consider a direct conversation about commitment

Step 5 — Win Probability Calculation

Combine qualification score with risk adjustment:

Base Probability = (MEDDPICC Score / 24) x 100

Risk Adjustment:
- Each HIGH risk: -10%
- Each MEDIUM risk: -5%

Stage Adjustment:
- Discovery: cap at 20%
- Evaluation: cap at 40%
- Proposal/Negotiation: cap at 60%
- Verbal commit: cap at 80%
- Contract out: cap at 90%

Final Win Probability = min(Base - Risk Adjustment, Stage Cap)

Step 6 — Generate Deal Strategy and Next Steps

Based on the analysis, produce an action plan:

PriorityActionOwnerDue DatePurpose
1[Most critical gap to close][Rep/SE/Manager][Date][What this achieves]
2[Second priority][Owner][Date][Purpose]
3[Third priority][Owner][Date][Purpose]
4[Fourth priority][Owner][Date][Purpose]

Output Format

# Deal Analysis: [Deal Name]

**Account:** [Company]
**Value:** $[ACV] / $[TCV]
**Stage:** [Current Stage]
**Expected Close:** [Date]
**Analyst:** [Name] | **Date:** [Date]

---

## Qualification Score (MEDDPICC)

| Element | Score | Evidence | Gap |
|---|---|---|---|
| Metrics | X/3 | [Evidence] | [What is missing] |
| Economic Buyer | X/3 | [Evidence] | [What is missing] |
| ... | ... | ... | ... |
| **Total** | **X/24** | | |

**Qualification Level:** [Strong/Good/Developing/Weak/Unqualified]

## Risk Assessment

| Risk | Severity | Mitigation |
|---|---|---|
| [Risk 1] | HIGH/MED | [Action] |
| ... | ... | ... |

## Win Probability

- Base: X%
- Risk-adjusted: X%
- Stage-capped: X%
- **Final: X%**

## Recommended Strategy

[2-3 sentence strategic recommendation]

## Action Plan

| # | Action | Owner | Due | Purpose |
|---|---|---|---|---|
| 1 | ... | ... | ... | ... |

## Verdict

**[ADVANCE / HOLD / DISQUALIFY]** — [1 sentence rationale]

Quality Checklist

  • All MEDDPICC elements are scored with evidence or flagged as unknown
  • Risk assessment covers champion, budget, competition, timeline, and engagement
  • Win probability math is shown and defensible
  • Every identified gap has a corresponding action item
  • Action items have owners and due dates
  • Verdict is clear and honest (not overly optimistic)
  • Analysis is based on facts, not assumptions (assumptions are flagged)

Edge Cases

ScenarioHow to Handle
Very early-stage deal with little informationScore what is known, mark unknowns explicitly, recommend discovery actions to fill gaps
Deal has been in pipeline for 6+ months with no progressRecommend a "go/no-go" conversation with the prospect; default toward disqualification
Multiple products or business units involvedBreak into sub-deals if possible; score each independently
Renewal with expansion componentSeparate base renewal (high probability) from expansion (score independently)
Channel / partner dealAdd a "Partner Engagement" risk category; assess partner capability and commitment
Prospect went dark after proposalClassify as HIGH engagement risk; recommend multi-threading and a "breakup email"
Deal value is uncertain or "land and expand"Score based on confirmed initial value; note expansion potential separately
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